AI Is the New Normal

Overview

Explore AI applications in the cloud, including object detection, face recognition, translation, and speech. Learn to build Cognitive Search apps for deep content understanding in images and text.

Syllabus

• Course Introduction
Overview of AI Trends
Importance of Cloud AI Applications
Course Objectives and Outcomes
• Basics of Cloud AI
Introduction to Cloud Computing
Key Concepts in AI and Machine Learning
Overview of Cloud AI Providers (e.g., AWS, Azure, Google Cloud)
• Object Detection in the Cloud
Concepts of Computer Vision
Tools and Services for Object Detection
Hands-on Project: Building an Object Detection Application
• Face Recognition Technologies
Basics of Facial Recognition
Ethical Considerations and Privacy Issues
Tools and Services for Face Recognition
• Language Translation with AI
Overview of Natural Language Processing (NLP)
Machine Translation Techniques
Practical Applications and Tools for Language Translation
• Speech Recognition in Practice
Fundamentals of Speech Recognition
Speech-to-Text Services and Applications
Developing a Speech Recognition App
• Building Cognitive Search Applications
Introduction to Cognitive Search
Techniques for Deep Content Understanding
Hands-on Project: Developing a Cognitive Search Application
• Ethical and Privacy Considerations in AI
AI Ethics Overview
Privacy Challenges in AI Applications
Guidelines for Ethical AI Use
• Course Wrap-up
Review of Key Learnings
Future Trends in AI
Final Project Presentations and Feedback
• Additional Resources
Recommended Readings
Tools and Libraries for Continued Learning
Online Communities and Forums for AI Enthusiasts

Subjects

Conference Talks